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Closed-Loop Behavior Planning Researcher

vor 2 Monaten


Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH Vollzeit
PhD Researcher - Closed-Loop Behavior Planning for Urban Automated Driving

Robert Bosch GmbH is seeking a highly motivated PhD researcher to join our team in the field of closed-loop behavior planning for urban automated driving.

Key Responsibilities:

  • Develop novel behavior planning algorithms that can handle interaction between traffic agents.
  • Apply machine learning techniques combined with model-based solutions to advance the state of the art.
  • Contribute to the definition of figure of merits for the reliability of behavior planning for automated driving.
  • Collaborate with a diverse research team to advance the development of autonomous driving systems.
  • Evaluate and validate algorithms in simulation and reality on a test vehicle.

Requirements:

  • Master's degree in Computer Science, Robotics, Electrical Engineering, or Mathematics with excellent academic achievements.
  • Profound knowledge of machine learning algorithms and principles, preferably deep learning.
  • Expertise in prediction and planning, experience in automated driving systems and/or robotics.
  • Proven programming skills in Python, C++ is a plus.
  • Experience with deep learning frameworks (PyTorch, Tensorflow).
  • Fluent in English (written and spoken), German is a plus.

What We Offer:

  • A dynamic and collaborative research environment.
  • Opportunities for professional growth and development.
  • A competitive salary and benefits package.
  • The chance to work on cutting-edge research projects.

About Us:

Robert Bosch GmbH is a leading global supplier of technology and services. Our company is committed to innovation and excellence in all areas of our business.